Learn · Probability -I with Examples Using R
Lecture 43 of 50Week 12
Normal Distribution
Prof. Siva Athreya · ISI Bangalore
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- Probability -I with Examples Using R, ISI Bangalore (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge. Coordinated by IIT Madras.
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- Tweens profiles and older. How courses are placed
All the lectures
- Sample Space, Events and Probability
- Properties of Probability
- R Set Up
- Equally likely Outcomes
- Conditional Probability
- Bayes Theorem
- Bayes Theorem: Example
- Conditional Probability - II
- Independence - Part 01
- Independence - Part 02
- Sampling and Repeated Trials
- Birthday Problem
- Sampling and Repeated Trials - Part 01
- Sampling and Repeated Trials - Part 02
- Gambler's Ruin
- Review of Week 1-4
- Sampling with and Without Replacement
- Sampling without Replacement
- Hypergeometric Distribution and Discrete Random Variables
- Problem Solving for Week 5
- Discrete Random Variables - Part 01
- Discrete Random Variables - Part 02
- Conditional, Joint and Marginal Distributions
- Memoryless property of Geometric Distribution
- Expectation of Random Variables
- Properties of Expectation
- Variance of Discrete Random Variables
- Expectation: Independence and Functions
- Markov and Chebyshev Inequalities
- Conditional Expectation and Covariance
- Problem Solving
- Functions of Random Variables
- Sums of Independent Random Variables
- Functions and Independence
- Problem Solving for Week 10
- Continuous Random Variables - Part 01
- Continuous Random Variables - Part 02
- Distribution Function
- Exponential and Normal Random Variable
- Normal Random Variable
- Convergence of Binomial to Normal - Part 01
- Convergence of Binomial to Normal - Part 02
- Normal Distribution
- Problem Solving for Week 12_Part 01
- Problem Solving for Week 12_Part 02
- Live Session 02-02-2021
- Live Session 09-02-2021
- Live Session 16-02-2021
- Live Session 02-03-2021
- Live Session 23-03-2021